A comparative artificial intelligence approach to inverse heat transfer modeling of an irradiative dryer

2013 ◽  
Vol 41 ◽  
pp. 19-27 ◽  
Author(s):  
Ali Mirsepahi ◽  
Lei Chen ◽  
Brian O'Neill
Keyword(s):  
Heat Transfer ◽  
Artificial Intelligence ◽  
Heat Transfer Modeling ◽  
Inverse Heat Transfer ◽  
Intelligence Approach ◽  
Artificial Intelligence Approach

An Overview of Artificial Intelligence-Based Methods for Building Energy Systems

2003 ◽  
Vol 125 (3) ◽  
pp. 331-342 ◽  
Author(s):  
Moncef Krarti
Keyword(s):  
Heat Transfer ◽  
Artificial Intelligence ◽  
Neural Networks ◽  
Energy Use ◽  
Energy Systems ◽  
Building Energy ◽  
Building Envelope ◽  
Building Energy Systems ◽  
Intelligence Approach ◽  
Artificial Intelligence Approach

An overview of commonly used methodologies based on the artificial intelligence approach is provided with a special emphasis on neural networks, fuzzy logic, and genetic algorithms. A description of selected applications to building energy systems of AI approaches is outlined. In particular, methods using the artificial intelligence approach for the following applications are discussed: Prediction energy use for one building or a set of buildings (served by one utility), Modeling of building envelope heat transfer, Controlling central plants in buildings, and Fault detection and diagnostics for building energy systems.

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